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Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF
BACKGROUND: Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a life-threatening disease with a high mortality rate; the systemic inflammatory response plays a vital role in disease progression. We aimed to determine if a miRNA–mRNA co-regulatory network exists in the peripheral...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8113841/ https://www.ncbi.nlm.nih.gov/pubmed/33996909 http://dx.doi.org/10.3389/fmolb.2021.657631 |
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author | Ma, Shanshan Xie, Zhongyang Zhang, Lingjian Yang, Ya Jiang, He Ouyang, Xiaoxi Zhao, Yalei Liu, Qiuhong Xu, Xiaowei Li, Lanjuan |
author_facet | Ma, Shanshan Xie, Zhongyang Zhang, Lingjian Yang, Ya Jiang, He Ouyang, Xiaoxi Zhao, Yalei Liu, Qiuhong Xu, Xiaowei Li, Lanjuan |
author_sort | Ma, Shanshan |
collection | PubMed |
description | BACKGROUND: Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a life-threatening disease with a high mortality rate; the systemic inflammatory response plays a vital role in disease progression. We aimed to determine if a miRNA–mRNA co-regulatory network exists in the peripheral blood mononuclear cells (PBMCs) of HBV-ACLF patients, which might be important for prognosis. METHODS: Transcriptome-wide microRNA (miRNA) and mRNA microarrays were used to define the miRNA and mRNA expression profiles of the PBMCs of HBV-ACLF patients in a discovery cohort. The targets of the miRNAs were predicted. We built a miRNA-mRNA regulatory network through bioinformatics analysis, and used quantitative real-time polymerase chain reaction (qRT-PCR) to assess the importance of candidate miRNAs and mRNAs. We also assessed the direct and transcriptional regulatory effects of miRNAs on target mRNAs using a dual-luciferase reporter assay. RESULTS: The miRNA/mRNA PBMC expression profiles of the discovery cohort, of whom eight survived and eight died, revealed a prognostic interactive network involving 38 miRNAs and 313 mRNAs; this was constructed by identifying the target genes of the miRNAs. We validated the expression data in another cohort, of whom 43 survived and 35 died; miR-6840-3p, miR-6861-3p, JADE2, and NR3C2 were of particular interest. The levels of miR-6840-3p and miR-6861-3p were significantly increased in the PBMCs of the patients who died, and thus predicted prognosis (areas under the curve values = 0.665 and 0.700, respectively). The dual-luciferase reporter assay indicated that miR-6840-3p directly targeted JADE2. CONCLUSION: We identified a prognostic miRNA-mRNA co-regulatory network in the PBMCs of HBV-ACLF patients. miR-6840-3p-JADE2 is a potential miRNA–mRNA pair contributing to a poor prognosis. |
format | Online Article Text |
id | pubmed-8113841 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81138412021-05-13 Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF Ma, Shanshan Xie, Zhongyang Zhang, Lingjian Yang, Ya Jiang, He Ouyang, Xiaoxi Zhao, Yalei Liu, Qiuhong Xu, Xiaowei Li, Lanjuan Front Mol Biosci Molecular Biosciences BACKGROUND: Hepatitis B virus-related acute-on-chronic liver failure (HBV-ACLF) is a life-threatening disease with a high mortality rate; the systemic inflammatory response plays a vital role in disease progression. We aimed to determine if a miRNA–mRNA co-regulatory network exists in the peripheral blood mononuclear cells (PBMCs) of HBV-ACLF patients, which might be important for prognosis. METHODS: Transcriptome-wide microRNA (miRNA) and mRNA microarrays were used to define the miRNA and mRNA expression profiles of the PBMCs of HBV-ACLF patients in a discovery cohort. The targets of the miRNAs were predicted. We built a miRNA-mRNA regulatory network through bioinformatics analysis, and used quantitative real-time polymerase chain reaction (qRT-PCR) to assess the importance of candidate miRNAs and mRNAs. We also assessed the direct and transcriptional regulatory effects of miRNAs on target mRNAs using a dual-luciferase reporter assay. RESULTS: The miRNA/mRNA PBMC expression profiles of the discovery cohort, of whom eight survived and eight died, revealed a prognostic interactive network involving 38 miRNAs and 313 mRNAs; this was constructed by identifying the target genes of the miRNAs. We validated the expression data in another cohort, of whom 43 survived and 35 died; miR-6840-3p, miR-6861-3p, JADE2, and NR3C2 were of particular interest. The levels of miR-6840-3p and miR-6861-3p were significantly increased in the PBMCs of the patients who died, and thus predicted prognosis (areas under the curve values = 0.665 and 0.700, respectively). The dual-luciferase reporter assay indicated that miR-6840-3p directly targeted JADE2. CONCLUSION: We identified a prognostic miRNA-mRNA co-regulatory network in the PBMCs of HBV-ACLF patients. miR-6840-3p-JADE2 is a potential miRNA–mRNA pair contributing to a poor prognosis. Frontiers Media S.A. 2021-04-28 /pmc/articles/PMC8113841/ /pubmed/33996909 http://dx.doi.org/10.3389/fmolb.2021.657631 Text en Copyright © 2021 Ma, Xie, Zhang, Yang, Jiang, Ouyang, Zhao, Liu, Xu and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Biosciences Ma, Shanshan Xie, Zhongyang Zhang, Lingjian Yang, Ya Jiang, He Ouyang, Xiaoxi Zhao, Yalei Liu, Qiuhong Xu, Xiaowei Li, Lanjuan Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title | Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title_full | Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title_fullStr | Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title_full_unstemmed | Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title_short | Identification of a Potential miRNA–mRNA Regulatory Network Associated With the Prognosis of HBV-ACLF |
title_sort | identification of a potential mirna–mrna regulatory network associated with the prognosis of hbv-aclf |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8113841/ https://www.ncbi.nlm.nih.gov/pubmed/33996909 http://dx.doi.org/10.3389/fmolb.2021.657631 |
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